annahdo / implementing_activation_steeringLinks
A collection of different ways to implement accessing and modifying internal model activations for LLMs
☆21Updated last year
Alternatives and similar repositories for implementing_activation_steering
Users that are interested in implementing_activation_steering are comparing it to the libraries listed below
Sorting:
- Experiments with representation engineering☆13Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆63Updated last year
- ☆36Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆238Updated last year
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆100Updated 2 years ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆140Updated 11 months ago
- ☆132Updated 2 years ago
- Sparse Autoencoder Training Library☆56Updated 9 months ago
- ☆29Updated last year
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28Updated last year
- Unified access to Large Language Model modules using NNsight☆87Updated last week
- A library for efficient patching and automatic circuit discovery.☆88Updated last month
- A toolkit that provides a range of model diffing techniques including a UI to visualize them interactively.☆55Updated this week
- Steering Llama 2 with Contrastive Activation Addition☆207Updated last year
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆241Updated last week
- Erasing concepts from neural representations with provable guarantees☆243Updated last year
- Algebraic value editing in pretrained language models☆67Updated 2 years ago
- ☆30Updated last year
- ☆138Updated last year
- ☆267Updated last year
- ☆206Updated 3 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆20Updated last year
- A tiny easily hackable implementation of a feature dashboard.☆15Updated 3 months ago
- A library for mechanistic anomaly detection☆22Updated last year
- Inference API for many LLMs and other useful tools for empirical research☆104Updated this week
- Mechanistic Interpretability Visualizations using React☆320Updated last year
- ☆284Updated last year
- Modified to support crosscoder training.☆25Updated 3 weeks ago
- ☆58Updated last year
- Applying SAEs for fine-grained control☆25Updated last year